An optimal control analysis of a COVID-19 model

被引:34
作者
Zamir, Muhammad [1 ]
Abdeljawad, Thabet [2 ,3 ,4 ]
Nadeem, Fawad [1 ]
Wahid, Abdul [5 ]
Yousef, Ali [6 ]
机构
[1] Univ Sci & Technol, Dept Math, Bannu, Khyber Pakhtunk, Pakistan
[2] Prince Sultan Univ, Dept Math & Gen Sci, Riyadh 11586, Saudi Arabia
[3] China Med Univ, Dept Med Res, Taichung 40402, Taiwan
[4] Asia Univ, Dept Comp Sci & Informat Engn, Taichung 41354, Taiwan
[5] Univ Sci & Technol, Dept Comp Sci, Bannu, Khyber Pakhtunk, Pakistan
[6] Kuwait Coll Sci & Technol, Dept Math, Kuwait 27235, Kuwait
关键词
COVID-19; Model formulation; Reproduction ratio; Control variables; Sensitivity Analysis; Optimal control;
D O I
10.1016/j.aej.2021.01.022
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper aims to explore the optimal control of the novel pandemic COVID-19 using non-clinical approach. We formulate a mathematical model to analyze the transmission of the infection through different human compartments. By applying a sensitivity test, we obtain the sensitivity indexes of the parameters involved in the transmission of the disease. We demonstrate the most active/sensitive parameters to analyze the spread of the coronavirus COVID-19. The most active transmission parameters are interposed by introducing control variables. The control intervention is in the form of smart lockdown, frequent handwash, control of the disease's side effects, face mask, and sanitizer. We Formulate Hamilton and Lagrangian to investigate the existence of the optimal control. Pontryagin's Maximum Principle describes the control variables in the optimal control model. The objective function is designed to reduce both the infection and the cost of interventions. We use numerical simulation to verify the results of the control variables by Matlab 2019. (C) 2021 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Alexandria University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:2875 / 2884
页数:10
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